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Erschienen in: Abdominal Radiology 12/2020

30.03.2020 | Special Section: Prostate cancer update

How should radiologists incorporate non-imaging prostate cancer biomarkers into daily practice?

verfasst von: Pawel Rajwa, Jamil Syed, Michael S. Leapman

Erschienen in: Abdominal Radiology | Ausgabe 12/2020

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Abstract

Objective

To review the current body of evidence surrounding non-imaging biomarkers in patients with known or suspected prostate cancer.

Results

Several non-imaging biomarkers have been developed and are available that aim to improve risk estimates at several clinical junctures. For patients with suspicion of prostate cancer who are considering first-time or repeat biopsy, blood- and urine-based assays can improve the prediction of harboring clinically significant disease and may reduce unnecessary biopsy. Blood- and urine-based biomarkers have been evaluated in association with prostate MRI, offering insights that might augment decision-making in the pre and post-MRI setting. Tissue-based genomic and proteomic assays have also been developed that provide independent assessments of prostate cancer aggressiveness that can complement imaging.

Conclusion

A growing number of non-imaging biomarkers are available to assist in clinical decision-making for men with known or suspected prostate cancer. An appreciation for the intersection of imaging and biomarkers may improve clinical care and resource utilization for men with prostate cancer.
Literatur
1.
Zurück zum Zitat Ferlay J, Ervik M, Lam F, et al. Global cancer observatory: cancer today. Lyon, France: International Agency for Research on Cancer. 2018. Ferlay J, Ervik M, Lam F, et al. Global cancer observatory: cancer today. Lyon, France: International Agency for Research on Cancer. 2018.
2.
Zurück zum Zitat Siegel RL, Miller KD, Jemal A. Cancer statistics, 2019. CA: A Cancer Journal for Clinicians. 2019;69(1):7-34. Siegel RL, Miller KD, Jemal A. Cancer statistics, 2019. CA: A Cancer Journal for Clinicians. 2019;69(1):7-34.
4.
Zurück zum Zitat Welch HG, Gorski DH, Albertsen PC. Trends in Metastatic Breast and Prostate Cancer. The New England journal of medicine. 2016;374(6):596.PubMed Welch HG, Gorski DH, Albertsen PC. Trends in Metastatic Breast and Prostate Cancer. The New England journal of medicine. 2016;374(6):596.PubMed
5.
Zurück zum Zitat Schroder FH, Hugosson J, Roobol MJ, et al. Screening and prostate cancer mortality: results of the European Randomised Study of Screening for Prostate Cancer (ERSPC) at 13 years of follow-up. Lancet (London, England). 2014;384(9959):2027-2035.PubMedCentral Schroder FH, Hugosson J, Roobol MJ, et al. Screening and prostate cancer mortality: results of the European Randomised Study of Screening for Prostate Cancer (ERSPC) at 13 years of follow-up. Lancet (London, England). 2014;384(9959):2027-2035.PubMedCentral
6.
Zurück zum Zitat Kim SP, Karnes RJ, Mwangi R, et al. Contemporary Trends in Magnetic Resonance Imaging at the Time of Prostate Biopsy: Results from a Large Private Insurance Database. Eur Urol Focus. 2019. Kim SP, Karnes RJ, Mwangi R, et al. Contemporary Trends in Magnetic Resonance Imaging at the Time of Prostate Biopsy: Results from a Large Private Insurance Database. Eur Urol Focus. 2019.
9.
Zurück zum Zitat Mohler JL, Antonarakis ES, Armstrong AJ, et al. Prostate Cancer, Version 2.2019, NCCN Clinical Practice Guidelines in Oncology. J Natl Compr Canc Netw. 2019;17(5):479-505. doi: 410.6004/jnccn.2019.0023. Mohler JL, Antonarakis ES, Armstrong AJ, et al. Prostate Cancer, Version 2.2019, NCCN Clinical Practice Guidelines in Oncology. J Natl Compr Canc Netw. 2019;17(5):479-505. doi: 410.6004/jnccn.2019.0023.
10.
Zurück zum Zitat Mottet N. BJ, Briers E., Bolla M., Bourke L., Cornford P., De Santis M., Henry A., Joniau S., Lam T., Mason M.D., Van den Poel H., Van den Kwast T.H., Rouvière O., Wiegel T.; members of the EAU – ESTRO – ESUR –SIOG Prostate Cancer Guidelines Panel.. EAU – ESTRO – ESUR – SIOG Guidelines on Prostate Cancer. 2019. Mottet N. BJ, Briers E., Bolla M., Bourke L., Cornford P., De Santis M., Henry A., Joniau S., Lam T., Mason M.D., Van den Poel H., Van den Kwast T.H., Rouvière O., Wiegel T.; members of the EAU – ESTRO – ESUR –SIOG Prostate Cancer Guidelines Panel.. EAU – ESTRO – ESUR – SIOG Guidelines on Prostate Cancer. 2019.
11.
Zurück zum Zitat Eggener SE, Rumble RB, Armstrong AJ, et al. Molecular Biomarkers in Localized Prostate Cancer: ASCO Guideline. J Clin Oncol. 2019:JCO1902768. Eggener SE, Rumble RB, Armstrong AJ, et al. Molecular Biomarkers in Localized Prostate Cancer: ASCO Guideline. J Clin Oncol. 2019:JCO1902768.
12.
Zurück zum Zitat Thompson IM, Chi C, Ankerst DP, et al. Effect of finasteride on the sensitivity of PSA for detecting prostate cancer. J Natl Cancer Inst. 2006;98(16):1128-1133.PubMed Thompson IM, Chi C, Ankerst DP, et al. Effect of finasteride on the sensitivity of PSA for detecting prostate cancer. J Natl Cancer Inst. 2006;98(16):1128-1133.PubMed
13.
Zurück zum Zitat Draisma G, Etzioni R, Tsodikov A, et al. Lead time and overdiagnosis in prostate-specific antigen screening: importance of methods and context. J Natl Cancer Inst. 2009;101(6):374-383.PubMedPubMedCentral Draisma G, Etzioni R, Tsodikov A, et al. Lead time and overdiagnosis in prostate-specific antigen screening: importance of methods and context. J Natl Cancer Inst. 2009;101(6):374-383.PubMedPubMedCentral
14.
Zurück zum Zitat Postma R, Schroder FH, van Leenders GJ, et al. Cancer detection and cancer characteristics in the European Randomized Study of Screening for Prostate Cancer (ERSPC)--Section Rotterdam. A comparison of two rounds of screening. European urology. 2007;52(1):89-97. Postma R, Schroder FH, van Leenders GJ, et al. Cancer detection and cancer characteristics in the European Randomized Study of Screening for Prostate Cancer (ERSPC)--Section Rotterdam. A comparison of two rounds of screening. European urology. 2007;52(1):89-97.
15.
Zurück zum Zitat Thompson IM, Pauler DK, Goodman PJ, et al. Prevalence of prostate cancer among men with a prostate-specific antigen level < or = 4.0 ng per milliliter. N Engl J Med. 2004;350(22):2239-2246. Thompson IM, Pauler DK, Goodman PJ, et al. Prevalence of prostate cancer among men with a prostate-specific antigen level < or = 4.0 ng per milliliter. N Engl J Med. 2004;350(22):2239-2246.
16.
Zurück zum Zitat Thompson IM, Ankerst DP, Chi C, et al. Assessing prostate cancer risk: results from the Prostate Cancer Prevention Trial. J Natl Cancer Inst. 2006;98(8):529-534.PubMed Thompson IM, Ankerst DP, Chi C, et al. Assessing prostate cancer risk: results from the Prostate Cancer Prevention Trial. J Natl Cancer Inst. 2006;98(8):529-534.PubMed
17.
Zurück zum Zitat Catalona WJ, Partin AW, Sanda MG, et al. A multicenter study of [-2]pro-prostate specific antigen combined with prostate specific antigen and free prostate specific antigen for prostate cancer detection in the 2.0 to 10.0 ng/ml prostate specific antigen range. J Urol. 2011;185(5):1650-1655. Catalona WJ, Partin AW, Sanda MG, et al. A multicenter study of [-2]pro-prostate specific antigen combined with prostate specific antigen and free prostate specific antigen for prostate cancer detection in the 2.0 to 10.0 ng/ml prostate specific antigen range. J Urol. 2011;185(5):1650-1655.
18.
Zurück zum Zitat Wang W, Wang M, Wang L, Adams TS, Tian Y, Xu J. Diagnostic ability of %p2PSA and prostate health index for aggressive prostate cancer: a meta-analysis. Sci Rep. 2014;4:5012.PubMedPubMedCentral Wang W, Wang M, Wang L, Adams TS, Tian Y, Xu J. Diagnostic ability of %p2PSA and prostate health index for aggressive prostate cancer: a meta-analysis. Sci Rep. 2014;4:5012.PubMedPubMedCentral
19.
Zurück zum Zitat Loeb S, Sanda MG, Broyles DL, et al. The prostate health index selectively identifies clinically significant prostate cancer. J Urol. 2015;193(4):1163-1169.PubMed Loeb S, Sanda MG, Broyles DL, et al. The prostate health index selectively identifies clinically significant prostate cancer. J Urol. 2015;193(4):1163-1169.PubMed
21.
Zurück zum Zitat Vickers AJ, Cronin AM, Aus G, et al. A panel of kallikrein markers can reduce unnecessary biopsy for prostate cancer: data from the European Randomized Study of Prostate Cancer Screening in Goteborg, Sweden. BMC Med. 2008;6:19.PubMed Vickers AJ, Cronin AM, Aus G, et al. A panel of kallikrein markers can reduce unnecessary biopsy for prostate cancer: data from the European Randomized Study of Prostate Cancer Screening in Goteborg, Sweden. BMC Med. 2008;6:19.PubMed
22.
Zurück zum Zitat Parekh DJ, Punnen S, Sjoberg DD, et al. A multi-institutional prospective trial in the USA confirms that the 4Kscore accurately identifies men with high-grade prostate cancer. Eur Urol. 2015;68(3):464-470.PubMed Parekh DJ, Punnen S, Sjoberg DD, et al. A multi-institutional prospective trial in the USA confirms that the 4Kscore accurately identifies men with high-grade prostate cancer. Eur Urol. 2015;68(3):464-470.PubMed
23.
Zurück zum Zitat Zappala SM, Scardino PT, Okrongly D, Linder V, Dong Y. Clinical performance of the 4Kscore Test to predict high-grade prostate cancer at biopsy: A meta-analysis of us and European clinical validation study results. Rev Urol. 2017;19(3):149-155.PubMedPubMedCentral Zappala SM, Scardino PT, Okrongly D, Linder V, Dong Y. Clinical performance of the 4Kscore Test to predict high-grade prostate cancer at biopsy: A meta-analysis of us and European clinical validation study results. Rev Urol. 2017;19(3):149-155.PubMedPubMedCentral
24.
Zurück zum Zitat Gronberg H, Adolfsson J, Aly M, et al. Prostate cancer screening in men aged 50-69 years (STHLM3): a prospective population-based diagnostic study. The Lancet. Oncology. 2015;16(16):1667-1676.PubMed Gronberg H, Adolfsson J, Aly M, et al. Prostate cancer screening in men aged 50-69 years (STHLM3): a prospective population-based diagnostic study. The Lancet. Oncology. 2015;16(16):1667-1676.PubMed
25.
Zurück zum Zitat Strom P, Nordstrom T, Aly M, Egevad L, Gronberg H, Eklund M. The Stockholm-3 Model for Prostate Cancer Detection: Algorithm Update, Biomarker Contribution, and Reflex Test Potential. European urology. 2018;74(2):204-210.PubMed Strom P, Nordstrom T, Aly M, Egevad L, Gronberg H, Eklund M. The Stockholm-3 Model for Prostate Cancer Detection: Algorithm Update, Biomarker Contribution, and Reflex Test Potential. European urology. 2018;74(2):204-210.PubMed
26.
Zurück zum Zitat Gnanapragasam VJ, Burling K, George A, et al. The Prostate Health Index adds predictive value to multi-parametric MRI in detecting significant prostate cancers in a repeat biopsy population. Scientific Reports. 2016;6(1):35364.PubMedPubMedCentral Gnanapragasam VJ, Burling K, George A, et al. The Prostate Health Index adds predictive value to multi-parametric MRI in detecting significant prostate cancers in a repeat biopsy population. Scientific Reports. 2016;6(1):35364.PubMedPubMedCentral
27.
Zurück zum Zitat Tosoian JJ, Druskin SC, Andreas D, et al. Use of the Prostate Health Index for detection of prostate cancer: results from a large academic practice. (1476-5608 (Electronic)). Tosoian JJ, Druskin SC, Andreas D, et al. Use of the Prostate Health Index for detection of prostate cancer: results from a large academic practice. (1476-5608 (Electronic)).
28.
Zurück zum Zitat Hsieh P-F, Li W-J, Lin W-C, et al. Combining prostate health index and multiparametric magnetic resonance imaging in the diagnosis of clinically significant prostate cancer in an Asian population. World journal of urology. 2019:1-8. Hsieh P-F, Li W-J, Lin W-C, et al. Combining prostate health index and multiparametric magnetic resonance imaging in the diagnosis of clinically significant prostate cancer in an Asian population. World journal of urology. 2019:1-8.
29.
Zurück zum Zitat Falagario UG, Martini A, Wajswol E, et al. Avoiding Unnecessary Magnetic Resonance Imaging (MRI) and Biopsies: Negative and Positive Predictive Value of MRI According to Prostate-specific Antigen Density, 4Kscore and Risk Calculators. European Urology Oncology. 2019. Falagario UG, Martini A, Wajswol E, et al. Avoiding Unnecessary Magnetic Resonance Imaging (MRI) and Biopsies: Negative and Positive Predictive Value of MRI According to Prostate-specific Antigen Density, 4Kscore and Risk Calculators. European Urology Oncology. 2019.
30.
Zurück zum Zitat McKiernan J, Donovan MJ, Margolis E, et al. A Prospective Adaptive Utility Trial to Validate Performance of a Novel Urine Exosome Gene Expression Assay to Predict High-grade Prostate Cancer in Patients with Prostate-specific Antigen 2-10 ng/ml at Initial Biopsy. Eur Urol. 2018;74(6):731-738.PubMed McKiernan J, Donovan MJ, Margolis E, et al. A Prospective Adaptive Utility Trial to Validate Performance of a Novel Urine Exosome Gene Expression Assay to Predict High-grade Prostate Cancer in Patients with Prostate-specific Antigen 2-10 ng/ml at Initial Biopsy. Eur Urol. 2018;74(6):731-738.PubMed
31.
Zurück zum Zitat Vlaeminck-Guillem V. Extracellular Vesicles in Prostate Cancer Carcinogenesis, Diagnosis, and Management. Front Oncol. 2018;8:222.PubMedPubMedCentral Vlaeminck-Guillem V. Extracellular Vesicles in Prostate Cancer Carcinogenesis, Diagnosis, and Management. Front Oncol. 2018;8:222.PubMedPubMedCentral
32.
Zurück zum Zitat Pan J, Ding M, Xu K, Yang C, Mao LJ. Exosomes in diagnosis and therapy of prostate cancer. Oncotarget. 2017;8(57):97693-97700.PubMedPubMedCentral Pan J, Ding M, Xu K, Yang C, Mao LJ. Exosomes in diagnosis and therapy of prostate cancer. Oncotarget. 2017;8(57):97693-97700.PubMedPubMedCentral
33.
Zurück zum Zitat Donovan MJ, Noerholm M, Bentink S, et al. A molecular signature of PCA3 and ERG exosomal RNA from non-DRE urine is predictive of initial prostate biopsy result. Prostate Cancer Prostatic Dis. 2015;18(4):370-375.PubMed Donovan MJ, Noerholm M, Bentink S, et al. A molecular signature of PCA3 and ERG exosomal RNA from non-DRE urine is predictive of initial prostate biopsy result. Prostate Cancer Prostatic Dis. 2015;18(4):370-375.PubMed
34.
Zurück zum Zitat Leyten GH, Hessels D, Smit FP, et al. Identification of a Candidate Gene Panel for the Early Diagnosis of Prostate Cancer. Clin Cancer Res. 2015;21(13):3061-3070.PubMed Leyten GH, Hessels D, Smit FP, et al. Identification of a Candidate Gene Panel for the Early Diagnosis of Prostate Cancer. Clin Cancer Res. 2015;21(13):3061-3070.PubMed
35.
Zurück zum Zitat Van Neste L, Hendriks RJ, Dijkstra S, et al. Detection of High-grade Prostate Cancer Using a Urinary Molecular Biomarker-Based Risk Score. Eur Urol. 2016;70(5):740-748.PubMed Van Neste L, Hendriks RJ, Dijkstra S, et al. Detection of High-grade Prostate Cancer Using a Urinary Molecular Biomarker-Based Risk Score. Eur Urol. 2016;70(5):740-748.PubMed
36.
Zurück zum Zitat Hendriks RJ, van der Leest MMG, Dijkstra S, et al. A urinary biomarker-based risk score correlates with multiparametric MRI for prostate cancer detection. The Prostate. 2017;77(14):1401-1407.PubMed Hendriks RJ, van der Leest MMG, Dijkstra S, et al. A urinary biomarker-based risk score correlates with multiparametric MRI for prostate cancer detection. The Prostate. 2017;77(14):1401-1407.PubMed
37.
Zurück zum Zitat Wei JT, Feng Z, Partin AW, et al. Can urinary PCA3 supplement PSA in the early detection of prostate cancer? J Clin Oncol. 2014;32(36):4066-4072.PubMedPubMedCentral Wei JT, Feng Z, Partin AW, et al. Can urinary PCA3 supplement PSA in the early detection of prostate cancer? J Clin Oncol. 2014;32(36):4066-4072.PubMedPubMedCentral
38.
Zurück zum Zitat Gadzinski AJ, Cooperberg MR. Prostate Cancer Markers. Cancer Treat Res. 2018;175:55-86.PubMed Gadzinski AJ, Cooperberg MR. Prostate Cancer Markers. Cancer Treat Res. 2018;175:55-86.PubMed
39.
Zurück zum Zitat Ploussard G, de la Taille A. The role of prostate cancer antigen 3 (PCA3) in prostate cancer detection. Expert Rev Anticancer Ther. 2018;18(10):1013-1020.PubMed Ploussard G, de la Taille A. The role of prostate cancer antigen 3 (PCA3) in prostate cancer detection. Expert Rev Anticancer Ther. 2018;18(10):1013-1020.PubMed
40.
Zurück zum Zitat Luo Y, Gou X, Huang P, Mou C. The PCA3 test for guiding repeat biopsy of prostate cancer and its cut-off score: a systematic review and meta-analysis. Asian J Androl. 2014;16(3):487-492.PubMedPubMedCentral Luo Y, Gou X, Huang P, Mou C. The PCA3 test for guiding repeat biopsy of prostate cancer and its cut-off score: a systematic review and meta-analysis. Asian J Androl. 2014;16(3):487-492.PubMedPubMedCentral
41.
Zurück zum Zitat Esgueva R, Perner S, C JL, et al. Prevalence of TMPRSS2-ERG and SLC45A3-ERG gene fusions in a large prostatectomy cohort. Mod Pathol. 2010;23(4):539-546. Esgueva R, Perner S, C JL, et al. Prevalence of TMPRSS2-ERG and SLC45A3-ERG gene fusions in a large prostatectomy cohort. Mod Pathol. 2010;23(4):539-546.
42.
Zurück zum Zitat Raja N, Russell CM, George AK. Urinary markers aiding in the detection and risk stratification of prostate cancer. Transl Androl Urol. 2018;7(Suppl 4):S436-S442.PubMedPubMedCentral Raja N, Russell CM, George AK. Urinary markers aiding in the detection and risk stratification of prostate cancer. Transl Androl Urol. 2018;7(Suppl 4):S436-S442.PubMedPubMedCentral
43.
Zurück zum Zitat Leyten GH, Hessels D, Jannink SA, et al. Prospective multicentre evaluation of PCA3 and TMPRSS2-ERG gene fusions as diagnostic and prognostic urinary biomarkers for prostate cancer. Eur Urol. 2014;65(3):534-542.PubMed Leyten GH, Hessels D, Jannink SA, et al. Prospective multicentre evaluation of PCA3 and TMPRSS2-ERG gene fusions as diagnostic and prognostic urinary biomarkers for prostate cancer. Eur Urol. 2014;65(3):534-542.PubMed
44.
Zurück zum Zitat Tomlins SA, Day JR, Lonigro RJ, et al. Urine TMPRSS2:ERG Plus PCA3 for Individualized Prostate Cancer Risk Assessment. Eur Urol. 2016;70(1):45-53.PubMed Tomlins SA, Day JR, Lonigro RJ, et al. Urine TMPRSS2:ERG Plus PCA3 for Individualized Prostate Cancer Risk Assessment. Eur Urol. 2016;70(1):45-53.PubMed
45.
Zurück zum Zitat Sanda MG, Feng Z, Howard DH, et al. Association Between Combined TMPRSS2:ERG and PCA3 RNA Urinary Testing and Detection of Aggressive Prostate Cancer. JAMA Oncol. 2017;3(8):1085-1093.PubMedPubMedCentral Sanda MG, Feng Z, Howard DH, et al. Association Between Combined TMPRSS2:ERG and PCA3 RNA Urinary Testing and Detection of Aggressive Prostate Cancer. JAMA Oncol. 2017;3(8):1085-1093.PubMedPubMedCentral
46.
Zurück zum Zitat Pinsky PF, Crawford ED, Kramer BS, et al. Repeat prostate biopsy in the prostate, lung, colorectal and ovarian cancer screening trial. BJU international. 2007;99(4):775-779.PubMed Pinsky PF, Crawford ED, Kramer BS, et al. Repeat prostate biopsy in the prostate, lung, colorectal and ovarian cancer screening trial. BJU international. 2007;99(4):775-779.PubMed
47.
Zurück zum Zitat Van Neste L, Partin AW, Stewart GD, Epstein JI, Harrison DJ, Van Criekinge W. Risk score predicts high-grade prostate cancer in DNA-methylation positive, histopathologically negative biopsies. The Prostate. 2016;76(12):1078-1087.PubMedPubMedCentral Van Neste L, Partin AW, Stewart GD, Epstein JI, Harrison DJ, Van Criekinge W. Risk score predicts high-grade prostate cancer in DNA-methylation positive, histopathologically negative biopsies. The Prostate. 2016;76(12):1078-1087.PubMedPubMedCentral
48.
Zurück zum Zitat Exterkate L, Wegelin O, Barentsz JO, et al. Is There Still a Need for Repeated Systematic Biopsies in Patients with Previous Negative Biopsies in the Era of Magnetic Resonance Imaging-targeted Biopsies of the Prostate? European urology oncology. 2019. Exterkate L, Wegelin O, Barentsz JO, et al. Is There Still a Need for Repeated Systematic Biopsies in Patients with Previous Negative Biopsies in the Era of Magnetic Resonance Imaging-targeted Biopsies of the Prostate? European urology oncology. 2019.
49.
Zurück zum Zitat Cucchiara V, Cooperberg MR, Dall’Era M, et al. Genomic Markers in Prostate Cancer Decision Making. Eur Urol. 2018;73(4):572-582.PubMed Cucchiara V, Cooperberg MR, Dall’Era M, et al. Genomic Markers in Prostate Cancer Decision Making. Eur Urol. 2018;73(4):572-582.PubMed
50.
Zurück zum Zitat Cooperberg MR, Carroll PR, Dall’Era MA, et al. The State of the Science on Prostate Cancer Biomarkers: The San Francisco Consensus Statement. Eur Urol. 2019;76(3):268-272.PubMed Cooperberg MR, Carroll PR, Dall’Era MA, et al. The State of the Science on Prostate Cancer Biomarkers: The San Francisco Consensus Statement. Eur Urol. 2019;76(3):268-272.PubMed
51.
Zurück zum Zitat Cuzick J, Swanson GP, Fisher G, et al. Prognostic value of an RNA expression signature derived from cell cycle proliferation genes in patients with prostate cancer: a retrospective study. Lancet Oncol. 2011;12(3):245-255.PubMedPubMedCentral Cuzick J, Swanson GP, Fisher G, et al. Prognostic value of an RNA expression signature derived from cell cycle proliferation genes in patients with prostate cancer: a retrospective study. Lancet Oncol. 2011;12(3):245-255.PubMedPubMedCentral
52.
Zurück zum Zitat Cooperberg MR, Simko JP, Cowan JE, et al. Validation of a cell-cycle progression gene panel to improve risk stratification in a contemporary prostatectomy cohort. J Clin Oncol. 2013;31(11):1428-1434.PubMed Cooperberg MR, Simko JP, Cowan JE, et al. Validation of a cell-cycle progression gene panel to improve risk stratification in a contemporary prostatectomy cohort. J Clin Oncol. 2013;31(11):1428-1434.PubMed
53.
Zurück zum Zitat Cuzick J, Stone S, Fisher G, et al. Validation of an RNA cell cycle progression score for predicting death from prostate cancer in a conservatively managed needle biopsy cohort. Br J Cancer. 2015;113(3):382-389.PubMedPubMedCentral Cuzick J, Stone S, Fisher G, et al. Validation of an RNA cell cycle progression score for predicting death from prostate cancer in a conservatively managed needle biopsy cohort. Br J Cancer. 2015;113(3):382-389.PubMedPubMedCentral
54.
Zurück zum Zitat Bishoff JT, Freedland SJ, Gerber L, et al. Prognostic utility of the cell cycle progression score generated from biopsy in men treated with prostatectomy. J Urol. 2014;192(2):409-414.PubMed Bishoff JT, Freedland SJ, Gerber L, et al. Prognostic utility of the cell cycle progression score generated from biopsy in men treated with prostatectomy. J Urol. 2014;192(2):409-414.PubMed
55.
Zurück zum Zitat Klein EA, Cooperberg MR, Magi-Galluzzi C, et al. A 17-gene assay to predict prostate cancer aggressiveness in the context of Gleason grade heterogeneity, tumor multifocality, and biopsy undersampling. (1873-7560 (Electronic)). Klein EA, Cooperberg MR, Magi-Galluzzi C, et al. A 17-gene assay to predict prostate cancer aggressiveness in the context of Gleason grade heterogeneity, tumor multifocality, and biopsy undersampling. (1873-7560 (Electronic)).
56.
Zurück zum Zitat Moschini M, Spahn M, Mattei A, Cheville J, Karnes RJ. Incorporation of tissue-based genomic biomarkers into localized prostate cancer clinics. (1741-7015 (Electronic)). Moschini M, Spahn M, Mattei A, Cheville J, Karnes RJ. Incorporation of tissue-based genomic biomarkers into localized prostate cancer clinics. (1741-7015 (Electronic)).
57.
Zurück zum Zitat van den Bergh RC, Ahmed HU, Bangma CH, Cooperberg MR, Villers A, Parker CC. Novel tools to improve patient selection and monitoring on active surveillance for low-risk prostate cancer: a systematic review. (1873-7560 (Electronic)). van den Bergh RC, Ahmed HU, Bangma CH, Cooperberg MR, Villers A, Parker CC. Novel tools to improve patient selection and monitoring on active surveillance for low-risk prostate cancer: a systematic review. (1873-7560 (Electronic)).
58.
Zurück zum Zitat Klein EA, Cooperberg MR, Magi-Galluzzi C, et al. A 17-gene assay to predict prostate cancer aggressiveness in the context of Gleason grade heterogeneity, tumor multifocality, and biopsy undersampling. Eur Urol. 2014;66(3):550-560.PubMed Klein EA, Cooperberg MR, Magi-Galluzzi C, et al. A 17-gene assay to predict prostate cancer aggressiveness in the context of Gleason grade heterogeneity, tumor multifocality, and biopsy undersampling. Eur Urol. 2014;66(3):550-560.PubMed
59.
Zurück zum Zitat Cullen J, Rosner IL, Brand TC, et al. A Biopsy-based 17-gene Genomic Prostate Score Predicts Recurrence After Radical Prostatectomy and Adverse Surgical Pathology in a Racially Diverse Population of Men with Clinically Low- and Intermediate-risk Prostate Cancer. Eur Urol. 2015;68(1):123-131.PubMed Cullen J, Rosner IL, Brand TC, et al. A Biopsy-based 17-gene Genomic Prostate Score Predicts Recurrence After Radical Prostatectomy and Adverse Surgical Pathology in a Racially Diverse Population of Men with Clinically Low- and Intermediate-risk Prostate Cancer. Eur Urol. 2015;68(1):123-131.PubMed
60.
Zurück zum Zitat Kornberg Z, Cooperberg MR, Cowan JE, et al. A 17-Gene Genomic Prostate Score as a Predictor of Adverse Pathology in Men on Active Surveillance. J Urol. 2019;202(4):702-709.PubMed Kornberg Z, Cooperberg MR, Cowan JE, et al. A 17-Gene Genomic Prostate Score as a Predictor of Adverse Pathology in Men on Active Surveillance. J Urol. 2019;202(4):702-709.PubMed
61.
Zurück zum Zitat Kornberg Z, Cowan JE, Westphalen AC, et al. Genomic Prostate Score, PI-RADS version 2 and Progression in Men with Prostate Cancer on Active Surveillance. J Urol. 2019;201(2):300-307.PubMed Kornberg Z, Cowan JE, Westphalen AC, et al. Genomic Prostate Score, PI-RADS version 2 and Progression in Men with Prostate Cancer on Active Surveillance. J Urol. 2019;201(2):300-307.PubMed
62.
Zurück zum Zitat Van Den Eeden SK, Lu R, Zhang N, et al. A Biopsy-based 17-gene Genomic Prostate Score as a Predictor of Metastases and Prostate Cancer Death in Surgically Treated Men with Clinically Localized Disease. Eur Urol. 2018;73(1):129-138. Van Den Eeden SK, Lu R, Zhang N, et al. A Biopsy-based 17-gene Genomic Prostate Score as a Predictor of Metastases and Prostate Cancer Death in Surgically Treated Men with Clinically Localized Disease. Eur Urol. 2018;73(1):129-138.
63.
Zurück zum Zitat Karnes RJ, Bergstralh Ej Fau - Davicioni E, Davicioni E Fau - Ghadessi M, et al. Validation of a genomic classifier that predicts metastasis following radical prostatectomy in an at risk patient population. Journal of Urology. 2013;1527-3792 (Electronic)(1527-3792 (Electronic)). Karnes RJ, Bergstralh Ej Fau - Davicioni E, Davicioni E Fau - Ghadessi M, et al. Validation of a genomic classifier that predicts metastasis following radical prostatectomy in an at risk patient population. Journal of Urology. 2013;1527-3792 (Electronic)(1527-3792 (Electronic)).
64.
Zurück zum Zitat Erho N, Crisan A, Vergara IA, et al. Discovery and validation of a prostate cancer genomic classifier that predicts early metastasis following radical prostatectomy. PLoS One. 2013;8(6):e66855.PubMedPubMedCentral Erho N, Crisan A, Vergara IA, et al. Discovery and validation of a prostate cancer genomic classifier that predicts early metastasis following radical prostatectomy. PLoS One. 2013;8(6):e66855.PubMedPubMedCentral
65.
Zurück zum Zitat Herlemann A, Huang HC, Alam R, et al. Decipher identifies men with otherwise clinically favorable-intermediate risk disease who may not be good candidates for active surveillance. Prostate Cancer Prostatic Dis. 2019. Herlemann A, Huang HC, Alam R, et al. Decipher identifies men with otherwise clinically favorable-intermediate risk disease who may not be good candidates for active surveillance. Prostate Cancer Prostatic Dis. 2019.
66.
Zurück zum Zitat Kim HL, Li P, Huang HC, et al. Validation of the Decipher Test for predicting adverse pathology in candidates for prostate cancer active surveillance. Prostate Cancer Prostatic Dis. 2019;22(3):399-405.PubMed Kim HL, Li P, Huang HC, et al. Validation of the Decipher Test for predicting adverse pathology in candidates for prostate cancer active surveillance. Prostate Cancer Prostatic Dis. 2019;22(3):399-405.PubMed
67.
Zurück zum Zitat Spratt DE, Yousefi K, Deheshi S, et al. Individual Patient-Level Meta-Analysis of the Performance of the Decipher Genomic Classifier in High-Risk Men After Prostatectomy to Predict Development of Metastatic Disease. J Clin Oncol. 2017;35(18):1991-1998.PubMedPubMedCentral Spratt DE, Yousefi K, Deheshi S, et al. Individual Patient-Level Meta-Analysis of the Performance of the Decipher Genomic Classifier in High-Risk Men After Prostatectomy to Predict Development of Metastatic Disease. J Clin Oncol. 2017;35(18):1991-1998.PubMedPubMedCentral
68.
Zurück zum Zitat Xu MJ, Kornberg Z, Gadzinski AJ, et al. Genomic Risk Predicts Molecular Imaging-detected Metastatic Nodal Disease in Prostate Cancer. Eur Urol Oncol. 2019;2(6):685-690.PubMed Xu MJ, Kornberg Z, Gadzinski AJ, et al. Genomic Risk Predicts Molecular Imaging-detected Metastatic Nodal Disease in Prostate Cancer. Eur Urol Oncol. 2019;2(6):685-690.PubMed
69.
Zurück zum Zitat Cooperberg MR, Davicioni E, Crisan A, Jenkins RB, Ghadessi M, Karnes RJ. Combined value of validated clinical and genomic risk stratification tools for predicting prostate cancer mortality in a high-risk prostatectomy cohort. European urology. 2015;67(2):326-333.PubMed Cooperberg MR, Davicioni E, Crisan A, Jenkins RB, Ghadessi M, Karnes RJ. Combined value of validated clinical and genomic risk stratification tools for predicting prostate cancer mortality in a high-risk prostatectomy cohort. European urology. 2015;67(2):326-333.PubMed
70.
Zurück zum Zitat Shipitsin M, Small C, Choudhury S, et al. Identification of proteomic biomarkers predicting prostate cancer aggressiveness and lethality despite biopsy-sampling error. Br J Cancer. 2014;111(6):1201-1212.PubMedPubMedCentral Shipitsin M, Small C, Choudhury S, et al. Identification of proteomic biomarkers predicting prostate cancer aggressiveness and lethality despite biopsy-sampling error. Br J Cancer. 2014;111(6):1201-1212.PubMedPubMedCentral
71.
Zurück zum Zitat Blume-Jensen P, Berman DM, Rimm DL, et al. Development and clinical validation of an in situ biopsy-based multimarker assay for risk stratification in prostate cancer. Clin Cancer Res. 2015;21(11):2591-2600.PubMed Blume-Jensen P, Berman DM, Rimm DL, et al. Development and clinical validation of an in situ biopsy-based multimarker assay for risk stratification in prostate cancer. Clin Cancer Res. 2015;21(11):2591-2600.PubMed
72.
Zurück zum Zitat Leapman MS, Westphalen AC, Ameli N, et al. Association between a 17-gene genomic prostate score and multi-parametric prostate MRI in men with low and intermediate risk prostate cancer (PCa). PLoS One. 2017;12(10):e0185535-e0185535.PubMedPubMedCentral Leapman MS, Westphalen AC, Ameli N, et al. Association between a 17-gene genomic prostate score and multi-parametric prostate MRI in men with low and intermediate risk prostate cancer (PCa). PLoS One. 2017;12(10):e0185535-e0185535.PubMedPubMedCentral
73.
Zurück zum Zitat Stoyanova R, Pollack A, Takhar M, et al. Association of multiparametric MRI quantitative imaging features with prostate cancer gene expression in MRI-targeted prostate biopsies. Oncotarget. 2016;7(33):53362.PubMedPubMedCentral Stoyanova R, Pollack A, Takhar M, et al. Association of multiparametric MRI quantitative imaging features with prostate cancer gene expression in MRI-targeted prostate biopsies. Oncotarget. 2016;7(33):53362.PubMedPubMedCentral
74.
Zurück zum Zitat Martin DT, Ghabili K, Levi A, Humphrey PA, Sprenkle PC. Prostate Cancer Genomic Classifier Relates More Strongly to Gleason Grade Group Than Prostate Imaging Reporting and Data System Score in Multiparametric Prostate Magnetic Resonance Imaging-ultrasound Fusion Targeted Biopsies. Urology. 2019;125:64-72.PubMed Martin DT, Ghabili K, Levi A, Humphrey PA, Sprenkle PC. Prostate Cancer Genomic Classifier Relates More Strongly to Gleason Grade Group Than Prostate Imaging Reporting and Data System Score in Multiparametric Prostate Magnetic Resonance Imaging-ultrasound Fusion Targeted Biopsies. Urology. 2019;125:64-72.PubMed
75.
Zurück zum Zitat Purysko AS, Magi-Galluzzi C, Mian OY, et al. Correlation between MRI phenotypes and a genomic classifier of prostate cancer: preliminary findings. Eur Radiol. 2019;29(9):4861-4870.PubMedPubMedCentral Purysko AS, Magi-Galluzzi C, Mian OY, et al. Correlation between MRI phenotypes and a genomic classifier of prostate cancer: preliminary findings. Eur Radiol. 2019;29(9):4861-4870.PubMedPubMedCentral
76.
Zurück zum Zitat Parry MA, Srivastava S, Ali A, et al. Genomic Evaluation of Multiparametric Magnetic Resonance Imaging-visible and -nonvisible Lesions in Clinically Localised Prostate Cancer. European urology oncology. 2019;2(1):1-11.PubMedPubMedCentral Parry MA, Srivastava S, Ali A, et al. Genomic Evaluation of Multiparametric Magnetic Resonance Imaging-visible and -nonvisible Lesions in Clinically Localised Prostate Cancer. European urology oncology. 2019;2(1):1-11.PubMedPubMedCentral
77.
Zurück zum Zitat Press B, Schulster M, Bjurlin MA. Differentiating Molecular Risk Assessments for Prostate Cancer. Rev Urol. 2018;20(1):12-18.PubMedPubMedCentral Press B, Schulster M, Bjurlin MA. Differentiating Molecular Risk Assessments for Prostate Cancer. Rev Urol. 2018;20(1):12-18.PubMedPubMedCentral
78.
Zurück zum Zitat Zapala P, Dybowski B, Poletajew S, Radziszewski P. What Can Be Expected from Prostate Cancer Biomarkers A Clinical Perspective. Urol Int. 2018;100(1):1-12.PubMed Zapala P, Dybowski B, Poletajew S, Radziszewski P. What Can Be Expected from Prostate Cancer Biomarkers A Clinical Perspective. Urol Int. 2018;100(1):1-12.PubMed
Metadaten
Titel
How should radiologists incorporate non-imaging prostate cancer biomarkers into daily practice?
verfasst von
Pawel Rajwa
Jamil Syed
Michael S. Leapman
Publikationsdatum
30.03.2020
Verlag
Springer US
Erschienen in
Abdominal Radiology / Ausgabe 12/2020
Print ISSN: 2366-004X
Elektronische ISSN: 2366-0058
DOI
https://doi.org/10.1007/s00261-020-02496-5

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